Hugging Face's logo

mlx-community
/
Mellum-4b-sft-python-4bit

Text Generation
MLX
Safetensors
llama
code
Eval Results
4-bit precision
Model card Files
xet
Community
Mellum-4b-sft-python-4bit
File size: 2,582 Bytes 
b2f0435
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
 
---
license: apache-2.0
datasets:
- bigcode/the-stack
- bigcode/the-stack-v2
- bigcode/starcoderdata
- bigcode/commitpack
library_name: mlx
tags:
- code
- mlx
base_model: JetBrains/Mellum-4b-sft-python
pipeline_tag: text-generation
model-index:
- name: Mellum-4b-sft-python
  results:
  - task:
      type: text-generation
    dataset:
      name: RepoBench 1.1 (Python)
      type: tianyang/repobench_python_v1.1
    metrics:
    - type: exact_match
      value: 0.2837
      name: EM
      verified: false
    - type: exact_match
      value: 0.2987
      name: EM ≤ 8k
      verified: false
    - type: exact_match
      value: 0.2924
      name: EM
      verified: false
    - type: exact_match
      value: 0.306
      name: EM
      verified: false
    - type: exact_match
      value: 0.2977
      name: EM
      verified: false
    - type: exact_match
      value: 0.268
      name: EM
      verified: false
    - type: exact_match
      value: 0.2543
      name: EM
      verified: false
  - task:
      type: text-generation
    dataset:
      name: SAFIM
      type: gonglinyuan/safim
    metrics:
    - type: pass@1
      value: 0.4212
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.3316
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.3611
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.571
      name: pass@1
      verified: false
  - task:
      type: text-generation
    dataset:
      name: HumanEval Infilling (Single-Line)
      type: loubnabnl/humaneval_infilling
    metrics:
    - type: pass@1
      value: 0.8045
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.4819
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.3768
      name: pass@1
      verified: false
---

# mlx-community/Mellum-4b-sft-python-4bit

This model [mlx-community/Mellum-4b-sft-python-4bit](https://huggingface.co/mlx-community/Mellum-4b-sft-python-4bit) was
converted to MLX format from [JetBrains/Mellum-4b-sft-python](https://huggingface.co/JetBrains/Mellum-4b-sft-python)
using mlx-lm version **0.25.2**.

## Use with mlx

```bash
pip install mlx-lm
```

```python
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Mellum-4b-sft-python-4bit")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)
```